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Marcelino Lázaro

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Thesis
Lázaro, M., Nonlinear modeling techniques with derivative constraints and its application to communications: University of Cantabria, 2001. PDF icon PDF Version (2.01 MB)
Journal Article
Lázaro, M., I. Santamaría, F. Pérez-Cruz, and A. Artés, "Support vector regression for the simultaneous learning of a multivariate function and its derivatives", Neurocomputing, vol. 69, pp. 42–61, 2005. PDF icon PDF Version (316.39 KB)
Lázaro, M., I. Santamaría, D. Erdogmus, K. E. Hild II, C. Pantaleón, and J. C. Príncipe, "Stochastic blind equalization based on pdf fitting using Parzen estimator", IEEE Transactions on Signal Processing, vol. 53, no. 2, pp. 696–704, February, 2005. PDF icon PDF Version (502.46 KB)
Lázaro, M., I. Santamaría, C. Pantaleón, A. Mediavilla, A. Tazón, and C. Navarro, "Smoothing the Canonical Piecewise-Linear Model: An Efficient and Derivable Large-Signal Model for MESFET/HEMT Transistors", IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, vol. 48, no. 2, pp. 184–192, February, 2001. PDF icon PDF Version (194.37 KB)
Lázaro, M., I. Santamaría, C. Pantaleón, J. Ibáñez, and L. Vielva, "A regularized technique for the simultaneous reconstruction of a function and its derivatives with application to nonlinear transistor modeling", Signal Processing, vol. 83, pp. 1859–1870, 2003. PDF icon PDF Version (1.15 MB)
Santamaría, I., M. Lázaro, C. Pantaleón, J. A. García, A. Tazón, and A. Mediavilla, "A Nonlinear MESFET Model for Intermodulation Analysis Using a Generalized Radial Basis Function Network", Neurocomputing, vol. 25, pp. 1–18, 1999. PDF icon PDF Version (586.66 KB)
Lázaro, M., I. Santamaría, and C. Pantaleón, "A New EM-Based Training Algorithm for RBF Networks", Neural Networks, vol. 16, no. 1, pp. 69–77, 2003. PDF icon PDF Version (177.15 KB)
Lázaro, M., I. Santamaría, and C. Pantaleón, "Neural Networks for Large and Small-Signal Modeling of MESFET/HEMT Transistors", IEEE Transactions on Instrumentation and Measurement, vol. 50, no. 6, pp. 1587–1593, December, 2001. PDF icon PDF Version (166.91 KB)
Santamaría, I., J. Ibáñez, M. Lázaro, C. Pantaleón, and L. Vielva, "Modeling nonlinear power amplifiers in OFDM systems form subsampled data: A comparative study using real measurements", EURASIP Journal on Applied Signal Processing,, vol. 12, pp. 1219–1228, November, 2003. PDF icon PDF Version (1.18 MB)
García, J. A., A. Tazón, A. Mediavilla, I. Santamaría, M. Lázaro, C. Pantaleón, and J. C. Pedro, "Modeling MESFETs and HEMTs Intermodulation Distortion Behavior Using a GRBF Network", International Journal of RF and Microwave Computer-Aided Design, vol. 9, pp. 261–276, 1999. PDF icon PDF Version (1.76 MB)
Mediavilla, A., A. Tazón, J. A. Pereda, M. Lázaro, I. Santamaría, and C. Pantaleón, "High Speed Analysis and Optimization of Waveguide Band-Pass Filter Structures using Simple Neural Architectures", Microwave Journal, vol. 44, no. 6, pp. 86–98, June, 2001. PDF icon PDF Version (1.65 MB)
Fernández-López, R., M. P. Garcillán-Barcia, C. Revilla, M. Lázaro, L. Vielva, and F. de la Cruz, "Dynamics of the IncWgenetic backbone implygeneral trends in conjugative plasmid evolution", FEMS Microbiol Rev., vol. 30, pp. 942–966, 2006. PDF icon PDF Version (1.61 MB)
Erdogmus, D., K. E. Hild II, J. C. Príncipe, M. Lázaro, and I. Santamaría, "Adaptive blind deconvolution of linear channels using Renyi entropy with Parzen windowing estimation", IEEE Transactions on Signal Processing, vol. 52, no. 6, pp. 1489–1498, June, 2004. PDF icon PDF Version (288.79 KB)
Conference Paper
Lázaro, M., I. Santamaría, F. Pérez-Cruz, and A. Artés, "Support Vector Machine for the simultaneous approximation of a function and its derivative", Int. Workshop on Neural Networks for Signal Processing (NNSP 2003), Toulouse, France, September, 2003. PDF icon PDF Version (191.18 KB)
Ibáñez, J., C. Pantaleón, I. Santamaría, D. Luengo, and M. Lázaro, "Specific DSP based Monitoring System for Hydro-generator Sets", 9th International Conf. on Signal Processing Applications and Technology, Toronto, Canada, September, 1998. PDF icon PDF Version (30.65 KB)
Lázaro, M., I. Santamaría, and C. Pantaleón, "A Smooth and Derivable Large-Signal Model for Microwave HEMT Transistors", The IEEE International Symposium on Circuits and Systems, Geneva, Switzerland, May, 2000. PDF icon PDF Version (419.53 KB)
Lázaro, M., I. Santamaría, and C. Pantaleón, "A Regularized Digital Filtering Technique for the Simultaneous Reconstruction of a Function and its Derivatives", 8th International Conference on Electronics, Circuits and Systems, (ICECS2001), Malta, September, 2001. PDF icon PDF Version (271.04 KB)
Mediavilla, A., A. Tazón, J. A. Pereda, M. Lázaro, I. Santamaría, and C. Pantaleón, "Neuronal Architecture for Waveguide Inductive Iris Bandpass Filter Optimization", IEEE International Joint Conference on Neural Networks (IJCNN 2000), Como, Italy, July, 2000. PDF icon PDF Version (106.88 KB)
Lázaro, M., I. Santamaría, and C. Pantaleón, "Neural Networks for Large and Small-Signal Modeling of MESFET/HEMT Transistors: A Comparative Study", IEEE Instrumentation and Measurement Technology Conference, Baltimore, Maryland, USA, May, 2000. PDF icon PDF Version (151.18 KB)
Lázaro, M., I. Santamaría, C. Pantaleón, C. Navarro, A. Tazón, and T. Fernández, "A Modular Neural Network for Global Modeling of Microwave Transistors", IEEE International Joint Conference on Neural Networks (IJCNN 2000), Como, Italy, July, 2000. PDF icon PDF Version (571.33 KB)
Lázaro, M., I. Santamaría, C. Pantaleón, D. Erdogmus, and J. C. Príncipe, "Matched PDF-based blind equalization", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2003), Hong Kong, China, April, 2003. PDF icon PDF Version (67.53 KB)
Vía, J., I. Santamaría, and M. Lázaro, "Blind restoration of binary signals using a line spectrum fitting approach", 12th European Signal Processing Conference (EUSIPCO 2004), Vienna, Austria, September, 2004. PDF icon PDF Version (2.29 MB)
Lázaro, M., I. Santamaría, J. Vía, and D. Erdogmus, "Blind equalization of multilevel signals using support vector machines", 12th European Signal Processing Conference (EUSIPCO 2004), Vienna, Austria, September, 2004. PDF icon PDF Version (123.55 KB)
Lázaro, M., I. Santamaría, C. Pantaleón, D. Erdogmus, K. E. Hild II, and J. C. Príncipe, "Blind equalization by sampled PDF fitting", 4th Int. Symposium on Independent Component Analisys and BSS, Nara, Japan, April, 2003. PDF icon PDF Version (108.14 KB)
Lázaro, M., I. Santamaría, and C. Pantaleón, "Accelerating the Convergence of EM-Based Training Algorithms for RBF Networks", 6th International Work Conference on Artificial and Natural Neural Networks (IWANN 2001), Granada, Spain, June, 2001. PDF icon PDF Version (161.58 KB)

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